Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "104" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 229 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 220 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_4994/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.669755 | -0.467904 | 8.042293 | -0.472387 | 0.894857 | -0.255520 | 5.472066 | -0.693073 | 0.8145 | 0.8148 | 0.2358 | 12.504330 | 12.607112 |
| 2459593 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.444214 | -0.088791 | 8.765010 | -0.615816 | 0.078809 | -1.035409 | 2.764437 | -0.896978 | 0.7577 | 0.7500 | 0.2470 | 5.489890 | 5.339013 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.254005 | -0.992085 | 0.442413 | 1.575799 | -0.326962 | 0.142641 | -1.923749 | -0.168209 | 0.0306 | 0.0279 | 0.0005 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.468501 | -0.081534 | 10.850893 | 0.255622 | 0.083010 | -0.133604 | -0.488204 | -0.930897 | 0.6910 | 0.7028 | 0.3621 | 4.268058 | 4.448180 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.094975 | 0.291116 | 10.776500 | -0.375406 | 0.167171 | 1.901191 | 0.058197 | -0.935806 | 0.6914 | 0.7013 | 0.3577 | 5.849115 | 5.916475 |
| 2459589 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.543788 | -0.401365 | 9.601300 | -1.042338 | 1.118744 | -1.082255 | 4.156268 | -0.906123 | 0.7379 | 0.7303 | 0.2760 | 5.751909 | 5.655925 |
| 2459588 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.374424 | -1.236711 | 11.601281 | -0.473816 | 0.275465 | 0.027883 | 2.542408 | -0.368308 | 0.8010 | 0.7850 | 0.2093 | 9.941707 | 8.497025 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | -1.033658 | 0.319817 | 15.602793 | 1.685175 | 2.439788 | -0.668747 | 2.301429 | -0.003642 | nan | nan | nan | 36.612657 | 27.282717 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 11.89% | 5.95% | -0.482707 | -0.560409 | -0.471373 | -0.719844 | -0.117885 | -0.540463 | 0.101072 | -0.767513 | 0.6833 | 0.6909 | 0.3529 | 1.525247 | 1.521143 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.561760 | 0.282543 | 0.112888 | -0.934261 | -0.634115 | 0.728157 | -0.686977 | -0.327963 | 0.0305 | 0.0305 | 0.0008 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 17.698622 | 17.672143 | 1.391849 | 1.336286 | 2.984365 | 3.815056 | -0.578123 | -0.836472 | 0.6934 | 0.7016 | 0.3728 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 80.65% | 19.35% | -0.958218 | 0.070076 | 0.122207 | -0.853857 | -0.767092 | 0.503463 | -0.430110 | -0.709561 | 0.6932 | 0.6992 | 0.3750 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 45.95% | 0.00% | -0.884281 | -0.002806 | -0.003515 | -0.732165 | -0.925309 | -0.085828 | -0.520857 | -0.854471 | 0.6948 | 0.7014 | 0.3785 | 1.290015 | 1.257273 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 19.46% | 0.00% | -1.190598 | 0.134235 | 0.668317 | -0.911940 | -0.934922 | -0.112750 | 0.487471 | -0.827086 | 0.7047 | 0.7091 | 0.3715 | 1.660320 | 1.609926 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.925034 | 0.108720 | 0.197461 | -0.816893 | -0.130824 | 0.384984 | 3.479779 | -0.710821 | 0.6956 | 0.7030 | 0.3724 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | -0.776845 | -0.062034 | 0.536038 | -0.742537 | 1.657250 | -0.150210 | 0.675165 | -0.804767 | 0.6938 | 0.7021 | 0.3748 | 1.449061 | 1.405457 |
| 2459578 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.472853 | -0.558412 | 0.363269 | 1.069400 | 5.157202 | 0.007977 | 1.500177 | -0.814812 | 0.0288 | 0.0299 | 0.0008 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -1.170842 | -0.107690 | 0.451194 | -0.873284 | -0.489686 | -0.177702 | -0.173982 | -0.861828 | 0.6966 | 0.7038 | 0.3728 | 1.513369 | 1.490615 |
| 2459576 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.807161 | -0.325632 | 0.976472 | -0.633189 | 1.233880 | -0.938348 | 5.406819 | -0.730762 | 0.7160 | 0.7244 | 0.3729 | 5.075559 | 4.833782 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.223584 | -0.429914 | 1.030906 | -0.514990 | 0.281135 | -0.600780 | 1.668760 | -0.554669 | 0.7757 | 0.7757 | 0.3140 | 1.506909 | 1.519419 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -0.970897 | -0.291877 | 0.392364 | -0.694413 | -0.370090 | -1.374230 | -0.597733 | 1.376145 | 0.7115 | 0.7193 | 0.3722 | 1.659971 | 1.640285 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -0.672043 | -0.244372 | 0.407020 | -0.874187 | -1.191961 | 0.569896 | -0.198975 | -0.181663 | 0.7159 | 0.7229 | 0.3671 | 1.508736 | 1.560317 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 27.57% | 0.00% | -0.905823 | -0.574207 | 0.321093 | -0.676949 | -0.783610 | -0.506776 | 0.263795 | -0.184952 | 0.7179 | 0.7235 | 0.3700 | 1.449140 | 1.393800 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.958464 | -0.617350 | 0.609508 | 0.808976 | -0.879900 | -1.315005 | -1.054982 | -0.960929 | 0.0379 | 0.0294 | 0.0008 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -0.713999 | -0.624655 | 0.371899 | -0.877468 | -0.419507 | -0.969671 | 0.310854 | -1.012526 | 0.7896 | 0.7903 | 0.2224 | 2.075861 | 1.893933 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -1.009797 | -0.431998 | -0.240303 | -0.841534 | -0.787314 | -0.464576 | -0.387836 | -0.786572 | 0.7072 | 0.7132 | 0.3841 | 1.476021 | 1.455702 |
| 2459565 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 6.94% | 0.00% | -1.716381 | -1.195082 | 0.613288 | -0.327186 | -0.543476 | -0.749150 | 0.075909 | -0.138736 | 0.7285 | 0.7276 | 0.3806 | 1.577810 | 1.465529 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.816619 | -0.322548 | -0.221485 | -0.793244 | 0.297370 | 1.387355 | -0.210238 | -0.784682 | 0.7187 | 0.7226 | 0.3797 | 1.729763 | 1.628788 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.576121 | -1.161769 | 0.309935 | -0.104840 | 0.027534 | -0.061928 | 0.256983 | -0.031061 | 0.7230 | 0.7296 | 0.3754 | 1.605154 | 1.543258 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.614527 | -1.016108 | -0.180079 | -0.432527 | -0.593602 | -0.656207 | 0.010162 | -0.575442 | 0.7236 | 0.7313 | 0.3727 | 1.526349 | 1.548047 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.308023 | -0.963716 | 0.093004 | -0.385710 | -0.191174 | -0.507068 | 0.089630 | -0.498364 | 0.7161 | 0.7233 | 0.3846 | 1.559993 | 1.518562 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.91% | 0.00% | -1.684765 | -0.990214 | 0.145360 | -0.331860 | -0.682667 | -0.863178 | 0.212446 | -0.361028 | 0.7209 | 0.7254 | 0.3708 | 1.494224 | 1.445922 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.792359 | -0.240903 | -0.680524 | -0.425975 | -0.271301 | 0.208800 | -0.157032 | -0.772050 | 0.7246 | 0.7253 | 0.3780 | 1.565813 | 1.491855 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0296 | 0.0284 | 0.0008 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.615353 | 0.047984 | -0.830183 | -0.619657 | -0.551132 | -0.287934 | -0.377276 | -1.173779 | 0.7237 | 0.7259 | 0.3738 | 1.580737 | 1.513812 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7241 | 0.7274 | 0.3850 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7237 | 0.7260 | 0.3823 | nan | nan |
| 2459552 | digital_ok | 100.00% | 3.78% | 0.00% | 0.00% | 100.00% | 0.00% | 0.668585 | 2.094732 | -0.145779 | -0.514975 | 48.594885 | 10.217468 | 18.004664 | -0.369921 | 0.7063 | 0.7265 | 0.3829 | 7.654706 | 8.614780 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.444864 | -0.998617 | -0.006471 | -0.483061 | -0.701925 | -0.705966 | 0.022203 | -0.227429 | 0.7256 | 0.7277 | 0.3720 | 1.501630 | 1.437620 |
| 2459550 | digital_ok | - | 96.71% | 96.71% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0456 | 0.0451 | 0.0004 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.783280 | -0.125179 | -0.720497 | -0.757268 | -0.969886 | -0.555657 | -0.414192 | -0.825896 | 0.7243 | 0.7286 | 0.3817 | 1.576607 | 1.553400 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | -0.155213 | -0.297218 | -0.511551 | 0.454939 | -0.381491 | -0.581530 | -0.191119 | -0.600831 | 0.7715 | 0.7756 | 0.3331 | 1.681479 | 1.508975 |
| 2459541 | digital_ok | 0.00% | 1.34% | 1.79% | 0.00% | 21.88% | 0.00% | -0.012914 | -0.314115 | -0.938688 | -0.447839 | -0.814592 | -1.075398 | -0.022678 | -0.611637 | 0.7661 | 0.7591 | 0.3145 | 1.487675 | 1.465798 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.00% | -1.554299 | -0.777233 | -0.422042 | -0.690963 | -0.128041 | 1.289872 | -0.381269 | -0.701705 | 0.7712 | 0.7693 | 0.3253 | 1.506093 | 1.432946 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.93% | 0.00% | -0.981474 | -0.412683 | -0.173190 | -0.638258 | -0.446138 | -0.962546 | -0.129205 | -0.014831 | 0.7545 | 0.7512 | 0.3958 | 1.607430 | 1.450189 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -1.171261 | -0.810324 | -0.228493 | -0.773195 | 0.114013 | 1.402293 | -0.253508 | 1.707935 | 0.7971 | 0.7844 | 0.3339 | 1.555816 | 1.471629 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.00% | -1.351378 | -0.944097 | -0.272231 | -0.830110 | 0.868514 | 1.861793 | -0.038351 | -0.598852 | 0.7852 | 0.7738 | 0.3413 | 1.553562 | 1.531103 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | -0.521102 | -0.431981 | -0.826082 | 0.026124 | -0.711614 | 0.562565 | -0.132373 | -0.842417 | 0.7380 | 0.7429 | 0.3830 | 1.522739 | 1.477759 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 0.00% | -0.314914 | -0.211647 | -0.900736 | -0.196610 | -0.577393 | 0.012140 | -0.427519 | -0.438247 | 0.7421 | 0.7403 | 0.3782 | 1.586520 | 1.472517 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.73% | 0.00% | -1.503203 | -1.242551 | -0.175910 | -0.544785 | -0.404332 | -0.506448 | 0.056520 | -0.272309 | 0.7576 | 0.7527 | 0.3811 | 1.503302 | 1.456626 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.961074 | -0.405866 | -0.877027 | 0.393590 | -0.204854 | -1.312805 | -0.545479 | -0.731149 | 0.9202 | 0.9475 | 0.2712 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 12.24% | 0.00% | -1.047274 | -0.314150 | -0.938400 | 0.113977 | 0.096840 | -0.824055 | -0.437935 | -1.008479 | nan | nan | nan | 2.290524 | 2.097437 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -0.520277 | -0.504599 | -1.051275 | -0.085797 | -0.719606 | -0.654632 | -0.142428 | -0.912259 | 0.7166 | 0.7329 | 0.3230 | 1.956267 | 1.837270 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.834885 | -0.458960 | 0.652230 | 0.632250 | -1.090527 | -0.393278 | -0.377462 | -0.662908 | 0.0511 | 0.0331 | 0.0021 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | -1.075376 | 0.012753 | -0.928397 | -0.206030 | -0.225103 | -0.292678 | -1.312753 | -0.878170 | 0.9275 | 0.9593 | 0.1530 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -0.471894 | -0.370274 | -0.691696 | -0.851332 | -0.242710 | -0.524700 | -0.476307 | -0.169252 | 0.8908 | 0.8782 | 0.1815 | 5.105972 | 4.191054 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | -0.988094 | -0.304663 | -0.849673 | -0.264812 | -0.575674 | -1.183647 | 0.238620 | -0.525386 | 0.8923 | 0.8884 | 0.4142 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 76.74% | 0.00% | -0.503764 | 0.512487 | -0.231818 | 0.516511 | -0.232728 | 0.281771 | -0.283520 | -0.845187 | 0.8973 | 0.9246 | 0.3587 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.720505 | 0.926308 | -0.334811 | 0.718994 | -0.681859 | -0.084992 | -0.790481 | -0.647925 | 0.9079 | 0.9230 | 0.3509 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.37% | 0.00% | -1.277195 | 0.896788 | -0.674438 | 0.604731 | -0.856135 | -0.445451 | -0.584615 | -0.572074 | 0.9024 | 0.9503 | 0.1622 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.833546 | 0.515355 | -0.663871 | 0.339331 | -0.775213 | -0.687224 | -0.034824 | -0.252821 | 0.9164 | 0.9261 | 0.3760 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.37% | 0.00% | -0.695197 | 2.833155 | -0.673616 | 1.243434 | -1.102731 | -0.315088 | -0.669826 | 1.568949 | 0.9239 | 0.9409 | 0.3199 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -1.171732 | 0.222714 | -0.784480 | 0.212799 | -1.253635 | -1.370239 | 0.322923 | -0.681975 | 0.8983 | 0.9098 | 0.3562 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -1.107500 | 0.217610 | -0.806936 | 0.316186 | -0.949853 | -0.916296 | 0.256762 | -0.108860 | 0.8949 | 0.9055 | 0.3966 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.834720 | 1.187578 | -0.535523 | 0.764536 | -1.191640 | -0.787317 | -0.442696 | -1.148291 | 0.8933 | 0.9013 | 0.4024 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.132164 | 1.226393 | -1.294680 | 0.382698 | 0.727308 | 3.208103 | 16.749921 | 23.321395 | 0.7613 | 0.8084 | 0.3225 | 0.000000 | 0.000000 |
| 2459491 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.360639 | 0.942705 | -1.002449 | -0.578905 | 0.218789 | -1.322395 | -0.739123 | -0.941875 | 0.8004 | 0.8236 | 0.2629 | 0.000000 | 0.000000 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.577947 | 0.866934 | -0.727902 | -0.676080 | 0.906620 | -0.508509 | 0.036256 | -0.674883 | 0.7589 | 0.8089 | 0.3569 | 0.000000 | 0.000000 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.445062 | 0.641733 | -1.225697 | -0.494089 | 1.398729 | -0.315156 | -0.223438 | -0.847049 | 0.7759 | 0.8154 | 0.3085 | 0.000000 | 0.000000 |
| 2459488 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.315962 | 6.178594 | 0.146678 | 4.874441 | 1.971834 | 14.830989 | 45.118575 | 123.626615 | 0.7652 | 0.7894 | 0.3368 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 70.654759 | 70.654759 | 8.455611 | 15.442774 | 3.420689 | 2.516377 | 7.013357 | 0.960388 | -1.266738 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 67.447907 | 67.447907 | 7.759483 | 6.875851 | 1.771750 | 3.497737 | 3.739306 | 0.822064 | -1.194989 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Variability | 32.037002 | 1.282981 | 2.053392 | -0.850090 | 1.378885 | -2.731725 | 32.037002 | -0.947344 | 23.768956 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 55.149017 | 55.149017 | 7.058835 | 10.105468 | 2.523826 | 2.392565 | 5.475263 | 0.791701 | -0.950665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 84.145112 | 10.740457 | 84.145112 | 2.424688 | 8.878618 | 9.104680 | 8.759690 | -0.688060 | 0.728691 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 64.832994 | 8.388851 | 64.832994 | 2.833328 | 37.166117 | 2.572799 | 12.055091 | 4.711110 | 14.050133 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 86.132249 | 86.132249 | 9.094996 | 57.552990 | 4.649206 | 12.187619 | 0.808645 | 6.188916 | 2.480025 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 89.652721 | 9.663274 | 89.652721 | 4.848451 | 67.857649 | 5.085408 | 28.053267 | 7.306501 | 11.617146 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 38.418598 | 3.097737 | 38.418598 | 1.542885 | 23.200889 | 0.144592 | 6.995082 | 0.743596 | 3.081964 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 63.181575 | 6.393576 | 63.181575 | 2.552004 | 37.319749 | 0.417329 | 6.758242 | 1.591200 | 3.173652 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 46.044739 | 46.044739 | 2.809331 | 32.711927 | 2.311465 | 9.284935 | 1.654322 | 5.194495 | 1.863006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 66.416025 | 7.181465 | 66.416025 | 2.392249 | 34.225561 | 1.502901 | 8.509759 | 1.138950 | 2.690459 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 54.665223 | 5.414568 | 54.665223 | 1.999048 | 29.305969 | 1.460055 | 7.807333 | 1.958188 | 4.733404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Variability | 116.641119 | 6.284301 | 8.046741 | 3.286084 | 2.730902 | 116.641119 | 1.491294 | 16.173871 | 1.426962 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Variability | 114.967869 | 10.510368 | 6.770438 | 6.930712 | 0.309043 | 6.855562 | 114.967869 | 2.879405 | 54.756088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 101.683007 | 7.547879 | 101.683007 | 1.366083 | 92.022302 | 1.010012 | 28.639774 | 0.316696 | 5.889417 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 76.022913 | 5.413007 | 76.022913 | 1.033179 | 42.221734 | -0.288296 | 2.930567 | 2.231367 | 6.940400 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 71.600915 | 5.328083 | 71.600915 | 0.833391 | 53.093201 | -0.746649 | 31.764956 | 0.605066 | 62.407534 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 297.092145 | 0.006909 | 35.619791 | 1.735535 | 31.388433 | -0.652807 | 90.713886 | 2.285976 | 297.092145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | Nnan | Not Found | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 637.842175 | 0.502749 | 47.892857 | 4.551722 | 71.834027 | 1.158025 | 113.784348 | 2.622570 | 637.842175 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Power | 129.684362 | 6.881068 | 94.693907 | 2.341355 | 129.684362 | 0.951576 | 15.755400 | 1.858732 | 11.807752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 61.176205 | 61.176205 | 3.612114 | 48.478480 | 0.453548 | 9.817632 | 0.510970 | 6.486378 | 0.460368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 173.472026 | 38.028372 | -0.221912 | 30.899015 | 1.559809 | 37.576422 | 0.903550 | 173.472026 | 1.492931 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 254.047207 | 33.858436 | -0.018868 | 32.724490 | 1.653775 | 14.964106 | 1.438435 | 254.047207 | 2.310449 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 302.143437 | 43.385004 | 0.373384 | 36.485063 | 1.991047 | 21.023934 | 1.320134 | 302.143437 | 2.050866 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Shape | 108.737305 | 108.737305 | 7.888580 | 100.790602 | 2.237588 | 12.706830 | 1.139990 | 7.136996 | 1.115200 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 234.591728 | 0.203383 | 33.204891 | 1.864406 | 32.140588 | 1.805028 | 18.401582 | 2.034194 | 234.591728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 211.312887 | 30.163862 | 0.261234 | 36.513854 | 2.204664 | 40.072915 | 0.605537 | 211.312887 | 0.538605 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 236.413679 | 22.312269 | 0.107305 | 24.369725 | 1.399335 | 25.585608 | 0.291847 | 236.413679 | 1.546861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 508.673187 | 33.363519 | 0.219386 | 35.101274 | 1.959946 | 72.998432 | 1.337566 | 508.673187 | 1.966322 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | RF_maintenance | nn Temporal Discontinuties | 205.540243 | 26.852781 | 0.067102 | 29.616909 | 1.488853 | 17.482606 | 1.229215 | 205.540243 | 1.555336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Power | 125.524706 | 7.948174 | 122.964466 | 3.454933 | 125.524706 | 2.576827 | 24.843598 | 1.745839 | 27.623256 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 176.407620 | 0.245947 | 23.628744 | 2.177263 | 33.442809 | 0.562543 | 121.860695 | 0.697431 | 176.407620 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Variability | 384.058208 | 26.374553 | 0.065960 | 28.052916 | 1.539611 | 384.058208 | -0.167504 | 354.623940 | 1.429130 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 410.167050 | -0.026268 | 31.714810 | 2.207955 | 38.375449 | -0.024204 | 183.109060 | 1.853205 | 410.167050 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 343.546865 | -0.184976 | 30.626242 | 1.566238 | 30.509882 | 0.477177 | 48.283230 | 1.225439 | 343.546865 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 472.842011 | -0.081474 | 27.479010 | 1.348788 | 29.899224 | -0.428878 | 97.070886 | 1.388213 | 472.842011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Power | 121.857654 | 6.475169 | 99.028863 | 1.753188 | 121.857654 | 1.550111 | 26.327732 | 0.977684 | 14.402034 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 320.049991 | 34.643992 | -0.052447 | 34.191642 | 1.858358 | 38.253800 | 0.432152 | 320.049991 | 1.279483 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Power | inf | 389.625695 | 389.637333 | inf | inf | 2331.940707 | 1814.476635 | 6829.071763 | 6316.141795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 147.355291 | 11.478933 | -0.772637 | 18.431421 | 0.455053 | 13.192929 | 0.195313 | 147.355291 | -0.084424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | ee Power | 0.398479 | -0.777287 | -0.638894 | 0.238818 | 0.398479 | -1.173257 | -0.620455 | -0.529751 | 0.159010 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Variability | 462.282475 | 5.583338 | 37.638050 | 2.558238 | 102.186279 | 2.085501 | 462.282475 | 2.234635 | 178.740941 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 44.083557 | 5.696273 | 0.166309 | 4.593174 | -0.995031 | -1.636290 | -1.167493 | 44.083557 | 0.231268 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 144.296386 | 11.228583 | -0.614938 | 16.725549 | 0.340777 | 10.928364 | -0.196390 | 144.296386 | 0.337738 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 367.829292 | 31.019978 | -0.154833 | 44.524047 | 2.957367 | 44.332694 | -0.908099 | 367.829292 | 1.697778 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | ee Shape | 1.096860 | 0.725541 | 1.096860 | -0.580459 | 0.388344 | -0.926906 | -0.796575 | -1.397160 | -1.495057 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Variability | 2.390038 | -0.706143 | -0.885176 | -1.090022 | 0.457628 | -0.282596 | 2.390038 | 0.199937 | 0.744115 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Variability | 407.498040 | 26.787511 | -0.474390 | 11.686121 | -0.564281 | 407.498040 | -0.697462 | 38.155627 | -0.044277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | ee Temporal Discontinuties | 1347.423274 | 744.896247 | 744.896247 | 663.521454 | 663.521454 | 553.456640 | 553.456640 | 1347.423274 | 1347.423274 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Discontinuties | 1471.808881 | 435.268233 | 435.268233 | 360.617759 | 360.617759 | 372.185021 | 372.185021 | 1471.808881 | 1471.808881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | ee Temporal Discontinuties | 29.291697 | 13.947923 | 13.947923 | 13.650780 | 13.650780 | 14.572633 | 14.572633 | 29.291697 | 29.291697 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | N08 | digital_ok | nn Temporal Variability | 5.485348 | -0.821923 | -0.670919 | 0.033463 | -0.532051 | 5.485348 | -1.075813 | 1.264064 | 0.332555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | nn Shape | 0.581785 | -0.262803 | 0.581785 | -0.414509 | -0.788150 | -0.772089 | -0.885073 | -0.894947 | -0.853244 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | nn Temporal Variability | 1.086777 | -0.668138 | -0.607533 | -0.343397 | -0.203240 | -0.901365 | 1.086777 | -0.965637 | -0.654549 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | nn Temporal Variability | 5.167630 | -0.708367 | -0.953335 | -0.827468 | 0.061941 | -1.248114 | 5.167630 | 1.552208 | 0.887819 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | -0.510795 | -0.677148 | -0.573493 | -0.510795 | -0.940640 | -1.258102 | -1.374006 | -0.666739 | -0.653987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Temporal Variability | 43.633294 | -1.063750 | -0.420225 | 1.097594 | -0.598052 | 43.633294 | -0.496886 | 2.506516 | 0.787696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 4.013827 | -0.804670 | -1.073615 | -0.924151 | 4.013827 | -1.652120 | 0.164894 | -0.559769 | 0.262284 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 4.057468 | -0.374170 | -0.822480 | -0.729514 | 4.057468 | -1.327526 | 1.342367 | 0.134962 | 0.379063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 4.844055 | -1.263936 | -0.932198 | 4.844055 | -0.651917 | 0.837813 | 0.707063 | 0.436377 | 0.074557 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 6.779270 | -0.295022 | -0.948025 | -0.298825 | 6.779270 | 0.207878 | 2.235225 | 0.942486 | 2.864413 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 5.201149 | -0.935410 | -0.020179 | 5.201149 | -0.865591 | 1.742390 | -1.162946 | 2.794906 | 0.753487 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 4.987165 | -0.446617 | -0.853073 | -0.868316 | 4.987165 | -1.291707 | 2.522035 | 0.168623 | 1.209214 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 5.475652 | 0.037357 | -0.126155 | 5.475652 | -0.728219 | 4.906315 | 0.131678 | 2.043036 | 0.328584 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 5.048379 | -0.781182 | -1.083994 | -0.792477 | 5.048379 | -0.654571 | 1.342121 | -0.570089 | 0.492696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 4.888861 | -0.472988 | -0.929449 | -0.827704 | 4.888861 | -0.025177 | 1.920505 | 0.413890 | 1.326507 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Shape | 3.130910 | 0.307822 | 3.130910 | 1.194891 | 0.673613 | -0.504891 | -0.617893 | -1.078670 | -0.851876 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | nn Temporal Variability | 8.079346 | -0.888894 | -0.695902 | 4.728725 | -0.379405 | 0.137145 | 8.079346 | 2.577124 | 0.494384 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 9.212438 | -0.525043 | -0.142199 | 0.584005 | 9.212438 | 7.289582 | 8.945015 | 0.094993 | 2.419938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Shape | 3.279214 | 3.279214 | 0.184770 | 0.311846 | 1.271767 | -0.347354 | -0.868482 | -1.084849 | -1.423830 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 6.519549 | -0.016071 | -0.208238 | -1.112197 | 6.519549 | 0.144117 | 3.449472 | -0.651827 | 2.275602 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 5.000516 | -1.021818 | -0.339481 | 5.000516 | -0.876413 | 2.859158 | 0.196208 | 0.572264 | 0.173035 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 4.341249 | -0.183907 | -0.861217 | -0.828271 | 4.341249 | 0.162875 | 3.517765 | -0.671342 | 1.987826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 3.989392 | -0.383539 | -0.946850 | -0.486648 | 3.989392 | -0.173985 | 3.060621 | -0.822602 | 1.417082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 5.037591 | -0.065238 | 1.051897 | -0.109844 | 5.037591 | 0.567941 | 1.537726 | -0.798018 | 0.523931 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 2.762745 | -0.060143 | 1.027875 | -0.061537 | 2.762745 | 0.455659 | 0.629565 | -1.100944 | 0.756145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Shape | 4.402710 | 4.402710 | -0.017162 | 0.594597 | 1.776662 | -0.785846 | -1.240382 | -0.807751 | -0.763029 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 4.082464 | 0.176055 | 1.138002 | -0.502973 | 4.082464 | -0.031638 | 1.892366 | -0.646074 | 0.270203 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 6.303303 | 3.045896 | -0.230993 | 6.303303 | -1.264796 | 3.131330 | -0.762979 | 0.392891 | -0.841308 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 5.947261 | 0.331843 | 0.262889 | 5.947261 | -0.909070 | 1.640643 | 2.058240 | 5.321793 | -0.719701 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Temporal Discontinuties | 5.653061 | -0.142222 | -0.274853 | -1.099692 | 5.509774 | -0.474785 | 3.677774 | -1.044032 | 5.653061 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 3.487237 | -0.971326 | 0.097679 | 3.487237 | 0.091956 | 0.556355 | 0.922245 | 1.468646 | -0.884980 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 0.362969 | 0.293225 | 0.293225 | 0.362969 | 0.362969 | -0.623078 | -0.623078 | -0.295034 | -0.295034 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 4.940771 | -1.080740 | -0.070364 | 4.940771 | -0.518197 | 1.814719 | -0.114039 | 1.127906 | -0.823488 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 5.542735 | -1.171310 | 0.150814 | 5.542735 | -1.026902 | 2.007290 | -0.953034 | 2.281216 | -1.247170 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 6.235157 | -1.113063 | 0.070480 | 6.235157 | -0.657718 | 0.511784 | 1.012304 | 1.516021 | -0.267712 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 8 | digital_ok | ee Power | 5.839431 | -0.702827 | 0.420013 | 5.839431 | -0.856919 | 0.145872 | 1.509998 | 0.543548 | -0.613375 |